Title :
Preparation of distributed heterogeneous data for data mining
Author :
Batasova, Svetlana ; Efimova, Maria ; Kholod, Ivan ; Semenchenko, Alexey
Author_Institution :
Fac. of Comput. Sci. & Technol., St. Petersburg Electrotech. Univ. "LETI", St. Petersburg, Russia
Abstract :
This paper describes an approach of data preparation for a data mining algorithms application. The approach integrates ETL tools for distributed heterogeneous data extraction and transformation and the DXelopes library for a data mining algorithms application. The paper also describes the implementation of this approach.
Keywords :
data mining; DXelopes library; ETL tools; data mining; distributed heterogeneous data extraction; distributed heterogeneous data preparation; distributed heterogeneous data transformation; Algorithm design and analysis; Data integration; Data mining; Distributed databases; Libraries; Metadata; ETL; data mining; distributed data mining;
Conference_Titel :
Soft Computing and Measurements (SCM), 2015 XVIII International Conference on
Conference_Location :
St. Petersburg
Print_ISBN :
978-1-4673-6960-2
DOI :
10.1109/SCM.2015.7190457
